{"id":"W4281782977","doi":"10.46646/sakh-2022-1-53-56","title":"FOREIGN LANGUAGE ENVIRONMENTAL EDUCATION FOR SPECIALISTS AS A FACTOR OF SUCCESSFUL PREPARATION TOWARDS INTERCULTURAL COMMUNICATION","year":2022,"lang":"en","type":"article","venue":"","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Intercultural communication; Process (computing); Pedagogy; Foreign language teaching; Psychology; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000352749,0.0000714248,0.0001140231,0.00004423818,0.000836207,0.00003155589,0.0004229136,0.00002768176,0.001568435],"category_scores_gemma":[0.0003321299,0.00006697355,0.00006715544,0.00009432597,0.0001485283,0.0001097535,0.0001529505,0.00006341971,0.000004413991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542271,"about_ca_system_score_gemma":0.000177861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051595,"about_ca_topic_score_gemma":0.00317501,"domain_scores_codex":[0.9990414,0.0002445313,0.0002175253,0.0001208938,0.0002603381,0.0001152899],"domain_scores_gemma":[0.9992908,0.0001514169,0.0001648024,0.0002976813,0.00006308445,0.00003225014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001224819,0.0004983621,0.004171452,0.00002497052,0.00006502326,1.667996e-7,0.6924231,0.000006207899,0.0008898962,0.2694454,0.004103824,0.02824918],"study_design_scores_gemma":[0.0004394187,0.0001845862,0.007367685,0.00001436867,0.0000440118,0.000001646733,0.845602,0.00007502708,0.001572642,0.00796586,0.1364961,0.0002366298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7616078,0.001027944,0.0001433426,0.0005683441,0.0002635089,0.0007973076,0.00008968407,0.00005035826,0.2354517],"genre_scores_gemma":[0.9928693,0.0001299349,0.001074496,0.0001202807,0.0001703618,0.0002333307,0.0002789711,0.000006720637,0.005116593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614795,"threshold_uncertainty_score":0.9993443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276754367898022,"score_gpt":0.3594605585771985,"score_spread":0.3366930148982183,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}